Enhance add_integration function to detect and report multicollinearity issues #49
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The existing implementation returned a generic error message when multicollinearity caused issues with the correlation matrix. This PR enhances the add_integration function by adding functionality to detect and report multicollinearity in covariates by looking at the eigenvalues of the correlation matrix. When multicollinearity is present, the function now returns a clear and informative error message to help users identify the problematic covariates.
Key Changes: